{"id":"W3039767035","doi":"","title":"Explaining the organization of open source communities with the CPR framework","year":2004,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Open source; Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0142067,0.0007444669,0.000603817,0.006138392,0.005808579,0.00947132,0.004325608,0.005701145,0.01703634],"category_scores_gemma":[0.02539566,0.001147002,0.001813834,0.007034151,0.01421723,0.02366746,0.01332861,0.004860479,0.003905363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008991,"about_ca_system_score_gemma":0.006300085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01103465,"about_ca_topic_score_gemma":0.005431226,"domain_scores_codex":[0.9880597,0.006929435,0.0004458644,0.001370963,0.00221396,0.000980139],"domain_scores_gemma":[0.9771174,0.01294145,0.002240962,0.003742169,0.002352377,0.001605623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007726312,0.00002306816,0.0003189381,0.0000788601,0.000004378166,0.0001706215,0.002618521,0.00190459,0.0001338236,0.982672,0.002761139,0.009306292],"study_design_scores_gemma":[0.00004312516,0.00003438631,0.0008430755,0.0002862083,0.00000951637,0.0004051951,0.002612814,0.02419082,0.0002727053,0.7683656,0.2028956,0.00004093301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01445141,0.003277653,0.8187268,0.02549823,0.0003588742,0.0008652171,0.000257678,0.001035439,0.1355287],"genre_scores_gemma":[0.297606,0.004530151,0.65929,0.002009179,0.0007263627,0.001855789,0.0007445054,0.0007145841,0.03252343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01703634,"threshold_uncertainty_score":0.07513309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400703711169408,"score_gpt":0.3719536303399937,"score_spread":0.231883259223053,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}